movement_libras

Dataset statistics

Number of variables	20
Number of observations	360
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	30
Duplicate rows (%)	8.3%
Total size in memory	56.4 KiB
Average record size in memory	160.4 B

Variable types

NUM	20

Reproduction

Analysis started	2020-08-25 01:40:03.439902
Analysis finished	2020-08-25 01:40:59.628434
Duration	56.19 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

Dataset has 30 (8.3%) duplicate rows	Duplicates
`14st_coordinate_abcissa` is highly correlated with `12st_coordinate_abcissa` and 2 other fields	High correlation
`12st_coordinate_abcissa` is highly correlated with `14st_coordinate_abcissa` and 2 other fields	High correlation
`6st_coordinate_abcissa` is highly correlated with `1st_coordinate_abcissa` and 2 other fields	High correlation
`1st_coordinate_abcissa` is highly correlated with `6st_coordinate_abcissa` and 2 other fields	High correlation
`23st_coordinate_abcissa` is highly correlated with `21st_coordinate_abcissa`	High correlation
`21st_coordinate_abcissa` is highly correlated with `23st_coordinate_abcissa`	High correlation
`18st_coordinate_ordinate` is highly correlated with `20st_coordinate_ordinate`	High correlation
`20st_coordinate_ordinate` is highly correlated with `18st_coordinate_ordinate`	High correlation
`7st_coordinate_abcissa` is highly correlated with `1st_coordinate_abcissa` and 3 other fields	High correlation
`3st_coordinate_abcissa` is highly correlated with `1st_coordinate_abcissa` and 2 other fields	High correlation
`10st_coordinate_abcissa` is highly correlated with `12st_coordinate_abcissa` and 2 other fields	High correlation
`15st_coordinate_abcissa` is highly correlated with `12st_coordinate_abcissa` and 1 other fields	High correlation

21st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	212
Unique (%)	58.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5047601388888889
Minimum	0.147
Maximum	0.88008
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.147
5-th percentile	0.23017
Q1	0.3805575
median	0.51838
Q3	0.64023
95-th percentile	0.737037
Maximum	0.88008
Range	0.73308
Interquartile range (IQR)	0.2596725

Descriptive statistics

Standard deviation	0.1617146612
Coefficient of variation (CV)	0.3203792232
Kurtosis	-0.8510116722
Mean	0.5047601389
Median Absolute Deviation (MAD)	0.127655
Skewness	-0.1785685413
Sum	181.71365
Variance	0.02615163165

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.64603	6	1.7%
0.64217	5	1.4%
0.65184	5	1.4%
0.41006	4	1.1%
0.38685	4	1.1%
0.62282	4	1.1%
0.61702	4	1.1%
0.46035	4	1.1%
0.61896	4	1.1%
0.37331	4	1.1%
0.61315	4	1.1%
0.64023	4	1.1%
0.24758	4	1.1%
0.38878	4	1.1%
0.5764	3	0.8%
0.65764	3	0.8%
0.30754	3	0.8%
0.24178	3	0.8%
0.40039	3	0.8%
0.38104	3	0.8%
0.60928	3	0.8%
0.35977	3	0.8%
0.46228	3	0.8%
0.52418	3	0.8%
0.68665	3	0.8%
Other values (187)	267	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.147	1	0.3%
0.16441	1	0.3%
0.17021	1	0.3%
0.17408	2	0.6%
0.18182	1	0.3%
0.18375	1	0.3%
0.19149	1	0.3%
0.19536	2	0.6%
0.19729	1	0.3%
0.20116	1	0.3%

Value	Count	Frequency (%)
0.88008	2	0.6%
0.81625	2	0.6%
0.80077	1	0.3%
0.79884	1	0.3%
0.79497	1	0.3%
0.7911	1	0.3%
0.78337	1	0.3%
0.78143	1	0.3%
0.76983	1	0.3%
0.75822	1	0.3%

12st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	218
Unique (%)	60.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5119490833333333
Minimum	0.10638
Maximum	0.9419700000000001
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.10638
5-th percentile	0.19536
Q1	0.36557
median	0.50677
Q3	0.681335
95-th percentile	0.79691
Maximum	0.94197
Range	0.83559
Interquartile range (IQR)	0.315765

Descriptive statistics

Standard deviation	0.1903892431
Coefficient of variation (CV)	0.3718909738
Kurtosis	-0.9863211686
Mean	0.5119490833
Median Absolute Deviation (MAD)	0.15377
Skewness	-0.01766870199
Sum	184.30167
Variance	0.0362480639

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.40426	5	1.4%
0.75822	5	1.4%
0.65957	4	1.1%
0.5087	4	1.1%
0.34236	4	1.1%
0.31335	4	1.1%
0.70406	4	1.1%
0.43133	4	1.1%
0.29207	3	0.8%
0.54352	3	0.8%
0.40812	3	0.8%
0.65571	3	0.8%
0.59961	3	0.8%
0.64023	3	0.8%
0.37331	3	0.8%
0.7176	3	0.8%
0.44874	3	0.8%
0.5648	3	0.8%
0.33849	3	0.8%
0.38298	3	0.8%
0.54159	3	0.8%
0.42553	3	0.8%
0.46035	3	0.8%
0.41779	3	0.8%
0.76789	3	0.8%
Other values (193)	275	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.10638	1	0.3%
0.12379	1	0.3%
0.13346	1	0.3%
0.1528	2	0.6%
0.15667	1	0.3%
0.16441	1	0.3%
0.17021	1	0.3%
0.17408	1	0.3%
0.17795	1	0.3%
0.17988	1	0.3%

Value	Count	Frequency (%)
0.94197	1	0.3%
0.88395	1	0.3%
0.88201	1	0.3%
0.87621	1	0.3%
0.86074	1	0.3%
0.84526	1	0.3%
0.84333	2	0.6%
0.83946	1	0.3%
0.83172	1	0.3%
0.82785	1	0.3%

28st_coordinate_ordinate
Real number (ℝ_≥0)

Distinct count	178
Unique (%)	49.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5251479444444445
Minimum	0.13194
Maximum	0.86806
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.13194
5-th percentile	0.28935
Q1	0.4230325
median	0.537035
Q3	0.63657
95-th percentile	0.73148
Maximum	0.86806
Range	0.73612
Interquartile range (IQR)	0.2135375

Descriptive statistics

Standard deviation	0.1429346753
Coefficient of variation (CV)	0.2721798244
Kurtosis	-0.4924020025
Mean	0.5251479444
Median Absolute Deviation (MAD)	0.104165
Skewness	-0.3041891631
Sum	189.05326
Variance	0.0204303214

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.47454	6	1.7%
0.58796	6	1.7%
0.55787	5	1.4%
0.50463	5	1.4%
0.69676	5	1.4%
0.41898	5	1.4%
0.5625	5	1.4%
0.63657	5	1.4%
0.71759	4	1.1%
0.66204	4	1.1%
0.55324	4	1.1%
0.30093	4	1.1%
0.48611	4	1.1%
0.62731	4	1.1%
0.60417	4	1.1%
0.7037	4	1.1%
0.61343	4	1.1%
0.43519	4	1.1%
0.38889	4	1.1%
0.63889	4	1.1%
0.71991	4	1.1%
0.46528	4	1.1%
0.43287	3	0.8%
0.57639	3	0.8%
0.67824	3	0.8%
Other values (153)	253	70.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.13194	1	0.3%
0.14815	1	0.3%
0.16204	1	0.3%
0.18287	1	0.3%
0.19213	2	0.6%
0.20602	1	0.3%
0.20833	1	0.3%
0.21065	1	0.3%
0.22917	1	0.3%
0.23611	1	0.3%

Value	Count	Frequency (%)
0.86806	1	0.3%
0.8287	1	0.3%
0.80556	1	0.3%
0.78009	1	0.3%
0.77778	1	0.3%
0.77083	1	0.3%
0.76852	1	0.3%
0.7662	1	0.3%
0.75694	1	0.3%
0.75463	1	0.3%

36st_coordinate_abcissa
Real number (ℝ_≥0)

Distinct count	222
Unique (%)	61.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.49165615
Minimum	0.065764
Maximum	0.9168299999999999
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.065764
5-th percentile	0.18182
Q1	0.3302675
median	0.47776
Q3	0.6619925
95-th percentile	0.831817
Maximum	0.91683
Range	0.851066
Interquartile range (IQR)	0.331725

Descriptive statistics

Standard deviation	0.2020585998
Coefficient of variation (CV)	0.4109754343
Kurtosis	-0.9397630214
Mean	0.49165615
Median Absolute Deviation (MAD)	0.16731
Skewness	0.1149691776
Sum	176.996214
Variance	0.04082767775

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.40426	5	1.4%
0.41586	5	1.4%
0.41199	4	1.1%
0.34236	4	1.1%
0.67118	4	1.1%
0.61122	4	1.1%
0.66344	4	1.1%
0.18182	4	1.1%
0.55706	4	1.1%
0.59188	4	1.1%
0.5029	4	1.1%
0.64603	3	0.8%
0.46228	3	0.8%
0.29014	3	0.8%
0.74275	3	0.8%
0.39265	3	0.8%
0.25145	3	0.8%
0.55126	3	0.8%
0.40039	3	0.8%
0.26692	3	0.8%
0.24758	3	0.8%
0.147	3	0.8%
0.36557	3	0.8%
0.53385	3	0.8%
0.22437	3	0.8%
Other values (197)	272	75.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.065764	1	0.3%
0.081238	1	0.3%
0.087041	2	0.6%
0.12573	1	0.3%
0.14313	1	0.3%
0.147	3	0.8%
0.15667	1	0.3%
0.16054	2	0.6%
0.16441	2	0.6%
0.16828	1	0.3%

Value	Count	Frequency (%)
0.91683	1	0.3%
0.90329	1	0.3%
0.89942	1	0.3%
0.89749	1	0.3%
0.88588	1	0.3%
0.88008	1	0.3%
0.87427	1	0.3%
0.87234	1	0.3%
0.87041	1	0.3%
0.86847	1	0.3%

1st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	214
Unique (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5666132472222223
Minimum	0.090909
Maximum	0.9323
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.090909
5-th percentile	0.1739835
Q1	0.444875
median	0.585105
Q3	0.7200225
95-th percentile	0.83752
Maximum	0.9323
Range	0.841391
Interquartile range (IQR)	0.2751475

Descriptive statistics

Standard deviation	0.1989155081
Coefficient of variation (CV)	0.3510604616
Kurtosis	-0.5068188299
Mean	0.5666132472
Median Absolute Deviation (MAD)	0.138295
Skewness	-0.4503128138
Sum	203.980769
Variance	0.03956737936

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4971	6	1.7%
0.83559	5	1.4%
0.5648	5	1.4%
0.67892	4	1.1%
0.44874	4	1.1%
0.60155	4	1.1%
0.65957	4	1.1%
0.40426	4	1.1%
0.39845	4	1.1%
0.83752	4	1.1%
0.6499	3	0.8%
0.73501	3	0.8%
0.44681	3	0.8%
0.51064	3	0.8%
0.6383	3	0.8%
0.3675	3	0.8%
0.80271	3	0.8%
0.78917	3	0.8%
0.74275	3	0.8%
0.51257	3	0.8%
0.58607	3	0.8%
0.66925	3	0.8%
0.79691	3	0.8%
0.79304	3	0.8%
0.54932	3	0.8%
Other values (189)	271	75.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.090909	1	0.3%
0.10058	1	0.3%
0.11219	1	0.3%
0.11412	1	0.3%
0.12959	1	0.3%
0.1354	1	0.3%
0.14313	1	0.3%
0.14507	1	0.3%
0.147	2	0.6%
0.15087	2	0.6%

Value	Count	Frequency (%)
0.9323	1	0.3%
0.91876	2	0.6%
0.90522	1	0.3%
0.90329	1	0.3%
0.89555	1	0.3%
0.88588	1	0.3%
0.88395	1	0.3%
0.87621	1	0.3%
0.8646	2	0.6%
0.86074	1	0.3%

14st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	214
Unique (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4985655583333333
Minimum	0.015474000000000003
Maximum	0.9265
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.015474
5-th percentile	0.20474
Q1	0.34284
median	0.50387
Q3	0.66151
95-th percentile	0.7795
Maximum	0.9265
Range	0.911026
Interquartile range (IQR)	0.31867

Descriptive statistics

Standard deviation	0.1903071629
Coefficient of variation (CV)	0.3817094057
Kurtosis	-0.933307865
Mean	0.4985655583
Median Absolute Deviation (MAD)	0.15764
Skewness	-0.04361914425
Sum	179.483601
Variance	0.03621681627

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.66151	6	1.7%
0.40426	5	1.4%
0.41779	5	1.4%
0.37911	4	1.1%
0.65571	4	1.1%
0.2205	4	1.1%
0.32689	4	1.1%
0.23017	4	1.1%
0.58414	3	0.8%
0.47776	3	0.8%
0.32302	3	0.8%
0.54352	3	0.8%
0.25145	3	0.8%
0.55126	3	0.8%
0.55899	3	0.8%
0.26112	3	0.8%
0.64023	3	0.8%
0.21277	3	0.8%
0.30754	3	0.8%
0.25532	3	0.8%
0.67311	3	0.8%
0.66538	3	0.8%
0.69246	3	0.8%
0.36364	3	0.8%
0.71954	3	0.8%
Other values (189)	273	75.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.015474	1	0.3%
0.071567	1	0.3%
0.10251	1	0.3%
0.13926	1	0.3%
0.14894	2	0.6%
0.1528	1	0.3%
0.15474	1	0.3%
0.15667	1	0.3%
0.17215	1	0.3%
0.17602	1	0.3%

Value	Count	Frequency (%)
0.9265	1	0.3%
0.90522	1	0.3%
0.88201	1	0.3%
0.87621	1	0.3%
0.86654	1	0.3%
0.8588	1	0.3%
0.84526	1	0.3%
0.82979	1	0.3%
0.82012	1	0.3%
0.81625	1	0.3%

20st_coordinate_ordinate
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	184
Unique (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5025140833333334
Minimum	0.12963
Maximum	0.8402799999999999
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.12963
5-th percentile	0.238314
Q1	0.4085625
median	0.51157
Q3	0.61111
95-th percentile	0.7062515
Maximum	0.84028
Range	0.71065
Interquartile range (IQR)	0.2025475

Descriptive statistics

Standard deviation	0.1436123444
Coefficient of variation (CV)	0.2857877005
Kurtosis	-0.3792416984
Mean	0.5025140833
Median Absolute Deviation (MAD)	0.09954
Skewness	-0.3457804287
Sum	180.90507
Variance	0.02062450545

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.47917	8	2.2%
0.68519	6	1.7%
0.49537	5	1.4%
0.4838	5	1.4%
0.42361	5	1.4%
0.59722	5	1.4%
0.55093	5	1.4%
0.38426	4	1.1%
0.64815	4	1.1%
0.40046	4	1.1%
0.40278	4	1.1%
0.47685	4	1.1%
0.46991	4	1.1%
0.52778	4	1.1%
0.53704	4	1.1%
0.52315	4	1.1%
0.6713	3	0.8%
0.43287	3	0.8%
0.38194	3	0.8%
0.48148	3	0.8%
0.62037	3	0.8%
0.35185	3	0.8%
0.60185	3	0.8%
0.56713	3	0.8%
0.65046	3	0.8%
Other values (159)	258	71.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.12963	1	0.3%
0.15741	1	0.3%
0.15972	2	0.6%
0.18519	1	0.3%
0.18981	1	0.3%
0.19907	1	0.3%
0.2037	1	0.3%
0.20602	2	0.6%
0.20833	1	0.3%
0.21296	1	0.3%

Value	Count	Frequency (%)
0.84028	1	0.3%
0.80324	1	0.3%
0.78935	1	0.3%
0.78009	2	0.6%
0.77083	1	0.3%
0.75926	2	0.6%
0.75694	1	0.3%
0.75463	1	0.3%
0.74769	1	0.3%
0.73843	1	0.3%

33st_coordinate_ordinate
Real number (ℝ_≥0)

Distinct count	185
Unique (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5092981027777778
Minimum	0.0
Maximum	0.8240700000000001
Zeros	1
Zeros (%)	0.3%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.26157
Q1	0.40683
median	0.50694
Q3	0.63715
95-th percentile	0.736226
Maximum	0.82407
Range	0.82407
Interquartile range (IQR)	0.23032

Descriptive statistics

Standard deviation	0.1510430285
Coefficient of variation (CV)	0.2965709625
Kurtosis	-0.553265395
Mean	0.5092981028
Median Absolute Deviation (MAD)	0.115745
Skewness	-0.1982922989
Sum	183.347317
Variance	0.02281399646

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.46065	7	1.9%
0.44213	6	1.7%
0.42361	6	1.7%
0.41435	5	1.4%
0.43519	5	1.4%
0.64352	5	1.4%
0.63426	5	1.4%
0.65046	4	1.1%
0.37269	4	1.1%
0.32176	4	1.1%
0.42593	4	1.1%
0.56019	4	1.1%
0.27315	4	1.1%
0.72454	4	1.1%
0.73843	4	1.1%
0.5787	4	1.1%
0.33565	4	1.1%
0.5162	4	1.1%
0.65741	4	1.1%
0.49306	4	1.1%
0.74074	3	0.8%
0.31944	3	0.8%
0.57639	3	0.8%
0.51389	3	0.8%
0.61574	3	0.8%
Other values (160)	254	70.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
0.094907	1	0.3%
0.13889	1	0.3%
0.19907	1	0.3%
0.20139	1	0.3%
0.2037	1	0.3%
0.20602	1	0.3%
0.21065	1	0.3%
0.21991	1	0.3%
0.22222	1	0.3%

Value	Count	Frequency (%)
0.82407	1	0.3%
0.80324	1	0.3%
0.79861	1	0.3%
0.79398	1	0.3%
0.77083	2	0.6%
0.76389	1	0.3%
0.75926	1	0.3%
0.75463	2	0.6%
0.75231	1	0.3%
0.74074	3	0.8%

6st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	211
Unique (%)	58.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5597464722222223
Minimum	0.10057999999999999
Maximum	0.9323
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.10058
5-th percentile	0.19729
Q1	0.4400425
median	0.55996
Q3	0.7064825
95-th percentile	0.83559
Maximum	0.9323
Range	0.83172
Interquartile range (IQR)	0.26644

Descriptive statistics

Standard deviation	0.188805431
Coefficient of variation (CV)	0.337305263
Kurtosis	-0.5635838772
Mean	0.5597464722
Median Absolute Deviation (MAD)	0.139265
Skewness	-0.3200219027
Sum	201.50873
Variance	0.03564749078

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.44874	5	1.4%
0.83559	5	1.4%
0.36364	5	1.4%
0.62476	5	1.4%
0.51064	5	1.4%
0.40039	5	1.4%
0.55126	4	1.1%
0.79691	4	1.1%
0.65571	4	1.1%
0.50484	4	1.1%
0.70793	4	1.1%
0.48356	4	1.1%
0.54932	4	1.1%
0.41779	4	1.1%
0.75822	4	1.1%
0.64217	4	1.1%
0.56673	3	0.8%
0.79884	3	0.8%
0.66538	3	0.8%
0.46228	3	0.8%
0.47389	3	0.8%
0.49516	3	0.8%
0.41199	3	0.8%
0.59768	3	0.8%
0.68472	3	0.8%
Other values (186)	263	73.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.10058	2	0.6%
0.12766	1	0.3%
0.1354	1	0.3%
0.1412	2	0.6%
0.14507	1	0.3%
0.14894	1	0.3%
0.15861	1	0.3%
0.16441	1	0.3%
0.16634	1	0.3%
0.17795	1	0.3%

Value	Count	Frequency (%)
0.9323	1	0.3%
0.91489	1	0.3%
0.89942	1	0.3%
0.88588	1	0.3%
0.88201	1	0.3%
0.87621	1	0.3%
0.8646	1	0.3%
0.86074	1	0.3%
0.8588	1	0.3%
0.85687	1	0.3%

23st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	206
Unique (%)	57.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5103913638888888
Minimum	0.088975
Maximum	0.88008
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.088975
5-th percentile	0.20696
Q1	0.37524
median	0.525145
Q3	0.63636
95-th percentile	0.76209
Maximum	0.88008
Range	0.791105
Interquartile range (IQR)	0.26112

Descriptive statistics

Standard deviation	0.1706175981
Coefficient of variation (CV)	0.3342877843
Kurtosis	-0.6624498668
Mean	0.5103913639
Median Absolute Deviation (MAD)	0.128625
Skewness	-0.2438934135
Sum	183.740891
Variance	0.02911036479

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.37137	5	1.4%
0.52224	5	1.4%
0.55513	5	1.4%
0.66151	5	1.4%
0.48356	5	1.4%
0.36364	4	1.1%
0.59381	4	1.1%
0.59188	4	1.1%
0.37524	4	1.1%
0.67311	4	1.1%
0.6441	4	1.1%
0.45841	4	1.1%
0.73308	4	1.1%
0.60155	4	1.1%
0.52805	4	1.1%
0.73694	4	1.1%
0.25725	3	0.8%
0.63443	3	0.8%
0.63056	3	0.8%
0.49903	3	0.8%
0.56867	3	0.8%
0.47582	3	0.8%
0.40039	3	0.8%
0.47776	3	0.8%
0.59768	3	0.8%
Other values (181)	264	73.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.088975	1	0.3%
0.098646	1	0.3%
0.12573	2	0.6%
0.1412	1	0.3%
0.147	1	0.3%
0.15667	1	0.3%
0.17988	1	0.3%
0.18569	1	0.3%
0.18762	1	0.3%
0.19149	1	0.3%

Value	Count	Frequency (%)
0.88008	1	0.3%
0.87621	1	0.3%
0.8588	1	0.3%
0.853	1	0.3%
0.84139	1	0.3%
0.82205	1	0.3%
0.81238	1	0.3%
0.81044	1	0.3%
0.80658	1	0.3%
0.80271	1	0.3%

41st_coordinate_ordinate
Real number (ℝ_≥0)

Distinct count	196
Unique (%)	54.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.47481361944444445
Minimum	0.076389
Maximum	0.8310200000000001
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.076389
5-th percentile	0.1756985
Q1	0.35417
median	0.48611
Q3	0.5978
95-th percentile	0.727313
Maximum	0.83102
Range	0.754631
Interquartile range (IQR)	0.24363

Descriptive statistics

Standard deviation	0.1726850815
Coefficient of variation (CV)	0.3636902448
Kurtosis	-0.6932893998
Mean	0.4748136194
Median Absolute Deviation (MAD)	0.125
Skewness	-0.2083023686
Sum	170.932903
Variance	0.02982013737

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.39352	5	1.4%
0.59028	5	1.4%
0.54167	5	1.4%
0.46296	5	1.4%
0.49769	4	1.1%
0.51852	4	1.1%
0.69907	4	1.1%
0.58102	4	1.1%
0.55093	4	1.1%
0.52315	4	1.1%
0.56713	4	1.1%
0.43519	4	1.1%
0.71991	4	1.1%
0.48611	4	1.1%
0.23611	4	1.1%
0.44444	4	1.1%
0.45833	3	0.8%
0.36806	3	0.8%
0.36343	3	0.8%
0.32407	3	0.8%
0.26157	3	0.8%
0.40278	3	0.8%
0.48148	3	0.8%
0.61111	3	0.8%
0.34028	3	0.8%
Other values (171)	265	73.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.076389	1	0.3%
0.081019	2	0.6%
0.085648	1	0.3%
0.090278	1	0.3%
0.10648	1	0.3%
0.11806	1	0.3%
0.125	1	0.3%
0.13426	1	0.3%
0.15046	2	0.6%
0.15509	2	0.6%

Value	Count	Frequency (%)
0.83102	1	0.3%
0.8287	1	0.3%
0.80787	1	0.3%
0.80093	2	0.6%
0.78704	2	0.6%
0.77778	1	0.3%
0.77315	1	0.3%
0.76389	1	0.3%
0.75926	3	0.8%
0.75694	1	0.3%

18st_coordinate_ordinate
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	179
Unique (%)	49.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5007522499999999
Minimum	0.14815
Maximum	0.8402799999999999
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.14815
5-th percentile	0.2128445
Q1	0.40278
median	0.51852
Q3	0.60648
95-th percentile	0.7108815
Maximum	0.84028
Range	0.69213
Interquartile range (IQR)	0.2037

Descriptive statistics

Standard deviation	0.149483008
Coefficient of variation (CV)	0.2985168973
Kurtosis	-0.4728692651
Mean	0.50075225
Median Absolute Deviation (MAD)	0.09259
Skewness	-0.4146590664
Sum	180.27081
Variance	0.02234516968

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.61111	9	2.5%
0.50231	6	1.7%
0.55787	6	1.7%
0.60648	6	1.7%
0.58796	6	1.7%
0.56481	5	1.4%
0.62963	5	1.4%
0.49769	5	1.4%
0.60185	5	1.4%
0.59722	5	1.4%
0.47222	4	1.1%
0.24074	4	1.1%
0.6875	4	1.1%
0.47917	4	1.1%
0.60417	4	1.1%
0.59954	4	1.1%
0.64815	4	1.1%
0.51852	4	1.1%
0.47454	4	1.1%
0.54167	4	1.1%
0.46296	4	1.1%
0.40278	4	1.1%
0.47685	4	1.1%
0.37269	3	0.8%
0.42824	3	0.8%
Other values (154)	244	67.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.14815	1	0.3%
0.15972	1	0.3%
0.16435	1	0.3%
0.1713	1	0.3%
0.17593	1	0.3%
0.18056	2	0.6%
0.19676	3	0.8%
0.19907	1	0.3%
0.2037	3	0.8%
0.20602	2	0.6%

Value	Count	Frequency (%)
0.84028	1	0.3%
0.81713	1	0.3%
0.78704	2	0.6%
0.78472	1	0.3%
0.75926	3	0.8%
0.75694	2	0.6%
0.75463	1	0.3%
0.72685	2	0.6%
0.72454	1	0.3%
0.72222	1	0.3%

29st_coordinate_abcissa
Real number (ℝ_≥0)

Distinct count	214
Unique (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5101117277777778
Minimum	0.048356
Maximum	0.89749
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.048356
5-th percentile	0.2222465
Q1	0.3747575
median	0.52611
Q3	0.640715
95-th percentile	0.76625
Maximum	0.89749
Range	0.849134
Interquartile range (IQR)	0.2659575

Descriptive statistics

Standard deviation	0.1764216845
Coefficient of variation (CV)	0.345849105
Kurtosis	-0.622868311
Mean	0.5101117278
Median Absolute Deviation (MAD)	0.13733
Skewness	-0.1525254016
Sum	183.640222
Variance	0.03112461076

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.37911	5	1.4%
0.5764	4	1.1%
0.59768	4	1.1%
0.14313	4	1.1%
0.39458	4	1.1%
0.706	4	1.1%
0.24178	4	1.1%
0.62863	4	1.1%
0.66731	4	1.1%
0.65377	3	0.8%
0.29787	3	0.8%
0.37331	3	0.8%
0.20116	3	0.8%
0.60542	3	0.8%
0.74468	3	0.8%
0.52805	3	0.8%
0.63056	3	0.8%
0.54932	3	0.8%
0.32302	3	0.8%
0.40232	3	0.8%
0.4913	3	0.8%
0.58414	3	0.8%
0.47969	3	0.8%
0.53191	3	0.8%
0.34623	3	0.8%
Other values (189)	275	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.048356	2	0.6%
0.11992	1	0.3%
0.12186	2	0.6%
0.14313	4	1.1%
0.15667	1	0.3%
0.17988	1	0.3%
0.18569	1	0.3%
0.20116	3	0.8%
0.21277	2	0.6%
0.21857	1	0.3%

Value	Count	Frequency (%)
0.89749	1	0.3%
0.88008	1	0.3%
0.87814	1	0.3%
0.87041	1	0.3%
0.86847	1	0.3%
0.8646	1	0.3%
0.86267	1	0.3%
0.8588	1	0.3%
0.83366	1	0.3%
0.83172	1	0.3%

44st_coordinate_abcissa
Real number (ℝ_≥0)

Distinct count	228
Unique (%)	63.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4902592055555556
Minimum	0.011604999999999999
Maximum	0.98839
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.011605
5-th percentile	0.1604435
Q1	0.31963
median	0.47969
Q3	0.66731
95-th percentile	0.8551235
Maximum	0.98839
Range	0.976785
Interquartile range (IQR)	0.34768

Descriptive statistics

Standard deviation	0.2187528236
Coefficient of variation (CV)	0.446198299
Kurtosis	-0.8546498851
Mean	0.4902592056
Median Absolute Deviation (MAD)	0.17892
Skewness	0.06483282899
Sum	176.493314
Variance	0.04785279783

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.86267	5	1.4%
0.4913	4	1.1%
0.40039	4	1.1%
0.34623	4	1.1%
0.33849	4	1.1%
0.17602	4	1.1%
0.49516	4	1.1%
0.58221	3	0.8%
0.4294	3	0.8%
0.22824	3	0.8%
0.45261	3	0.8%
0.48743	3	0.8%
0.47582	3	0.8%
0.47776	3	0.8%
0.26692	3	0.8%
0.45841	3	0.8%
0.68279	3	0.8%
0.66731	3	0.8%
0.6325	3	0.8%
0.49903	3	0.8%
0.45455	3	0.8%
0.18956	3	0.8%
0.36364	3	0.8%
0.53191	3	0.8%
0.73694	3	0.8%
Other values (203)	277	76.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.011605	1	0.3%
0.030948	2	0.6%
0.071567	2	0.6%
0.077369	1	0.3%
0.087041	1	0.3%
0.088975	1	0.3%
0.094778	1	0.3%
0.098646	1	0.3%
0.12959	1	0.3%
0.13153	2	0.6%

Value	Count	Frequency (%)
0.98839	1	0.3%
0.97292	1	0.3%
0.93424	1	0.3%
0.9207	1	0.3%
0.91683	1	0.3%
0.90329	1	0.3%
0.89942	2	0.6%
0.89168	1	0.3%
0.88975	1	0.3%
0.88201	1	0.3%

7st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	217
Unique (%)	60.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5541907777777778
Minimum	0.10445
Maximum	0.93424
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.10445
5-th percentile	0.1971935
Q1	0.43133
median	0.55706
Q3	0.69826
95-th percentile	0.8337565
Maximum	0.93424
Range	0.82979
Interquartile range (IQR)	0.26693

Descriptive statistics

Standard deviation	0.1851523541
Coefficient of variation (CV)	0.334094975
Kurtosis	-0.5626179416
Mean	0.5541907778
Median Absolute Deviation (MAD)	0.13346
Skewness	-0.2777723969
Sum	199.50868
Variance	0.03428139421

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.51451	6	1.7%
0.44874	6	1.7%
0.40232	5	1.4%
0.48936	4	1.1%
0.67505	4	1.1%
0.41779	4	1.1%
0.40812	4	1.1%
0.43133	4	1.1%
0.55706	4	1.1%
0.46228	4	1.1%
0.79691	3	0.8%
0.56867	3	0.8%
0.83559	3	0.8%
0.84139	3	0.8%
0.65957	3	0.8%
0.61315	3	0.8%
0.68085	3	0.8%
0.48549	3	0.8%
0.19536	3	0.8%
0.5087	3	0.8%
0.62282	3	0.8%
0.48356	3	0.8%
0.75822	3	0.8%
0.61702	3	0.8%
0.65571	3	0.8%
Other values (192)	270	75.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.10445	1	0.3%
0.12186	1	0.3%
0.12573	1	0.3%
0.13346	1	0.3%
0.14507	1	0.3%
0.147	1	0.3%
0.16054	1	0.3%
0.16248	1	0.3%
0.16441	1	0.3%
0.16634	1	0.3%

Value	Count	Frequency (%)
0.93424	1	0.3%
0.88395	1	0.3%
0.88008	1	0.3%
0.87621	1	0.3%
0.86654	2	0.6%
0.86267	2	0.6%
0.8588	1	0.3%
0.85493	1	0.3%
0.84526	1	0.3%
0.84139	3	0.8%

3st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	217
Unique (%)	60.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5656403666666667
Minimum	0.085106
Maximum	0.9323
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.085106
5-th percentile	0.188883
Q1	0.4385875
median	0.582205
Q3	0.720505
95-th percentile	0.8395565
Maximum	0.9323
Range	0.847194
Interquartile range (IQR)	0.2819175

Descriptive statistics

Standard deviation	0.1978632833
Coefficient of variation (CV)	0.3498040363
Kurtosis	-0.5389950843
Mean	0.5656403667
Median Absolute Deviation (MAD)	0.143135
Skewness	-0.4253402381
Sum	203.630532
Variance	0.03914987889

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.83559	7	1.9%
0.4971	6	1.7%
0.65957	5	1.4%
0.44874	5	1.4%
0.70986	4	1.1%
0.82979	4	1.1%
0.50484	4	1.1%
0.51644	4	1.1%
0.70213	4	1.1%
0.55126	4	1.1%
0.49903	4	1.1%
0.22244	3	0.8%
0.80271	3	0.8%
0.55899	3	0.8%
0.63636	3	0.8%
0.23017	3	0.8%
0.57834	3	0.8%
0.65571	3	0.8%
0.74662	3	0.8%
0.36944	3	0.8%
0.68472	3	0.8%
0.78143	3	0.8%
0.61702	3	0.8%
0.64217	3	0.8%
0.61122	3	0.8%
Other values (192)	267	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.085106	1	0.3%
0.098646	1	0.3%
0.11219	1	0.3%
0.11605	1	0.3%
0.12379	1	0.3%
0.1354	1	0.3%
0.14313	1	0.3%
0.14894	1	0.3%
0.15667	1	0.3%
0.16054	2	0.6%

Value	Count	Frequency (%)
0.9323	1	0.3%
0.92456	1	0.3%
0.91876	1	0.3%
0.90135	2	0.6%
0.89362	1	0.3%
0.88395	1	0.3%
0.87621	1	0.3%
0.87234	1	0.3%
0.8646	1	0.3%
0.86267	1	0.3%

10st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	217
Unique (%)	60.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.528374361111111
Minimum	0.12766
Maximum	0.94391
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.12766
5-th percentile	0.2145065
Q1	0.39458
median	0.51064
Q3	0.6716625
95-th percentile	0.81238
Maximum	0.94391
Range	0.81625
Interquartile range (IQR)	0.2770825

Descriptive statistics

Standard deviation	0.184988044
Coefficient of variation (CV)	0.3501079115
Kurtosis	-0.8739451404
Mean	0.5283743611
Median Absolute Deviation (MAD)	0.14507
Skewness	-0.06609161423
Sum	190.21477
Variance	0.03422057644

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.45455	6	1.7%
0.47389	5	1.4%
0.31335	5	1.4%
0.52418	4	1.1%
0.47195	4	1.1%
0.78143	4	1.1%
0.35203	4	1.1%
0.7911	4	1.1%
0.65571	4	1.1%
0.66538	4	1.1%
0.45841	3	0.8%
0.71954	3	0.8%
0.50097	3	0.8%
0.79884	3	0.8%
0.47002	3	0.8%
0.38298	3	0.8%
0.59768	3	0.8%
0.56673	3	0.8%
0.41973	3	0.8%
0.19536	3	0.8%
0.40426	3	0.8%
0.46615	3	0.8%
0.51064	3	0.8%
0.41586	3	0.8%
0.74081	3	0.8%
Other values (192)	271	75.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.12766	1	0.3%
0.12959	1	0.3%
0.13153	1	0.3%
0.1412	1	0.3%
0.15667	1	0.3%
0.16828	1	0.3%
0.17021	1	0.3%
0.17602	2	0.6%
0.18762	1	0.3%
0.18956	1	0.3%

Value	Count	Frequency (%)
0.94391	1	0.3%
0.88201	1	0.3%
0.87427	1	0.3%
0.86074	1	0.3%
0.85493	1	0.3%
0.85106	1	0.3%
0.8472	1	0.3%
0.83752	1	0.3%
0.83559	1	0.3%
0.82979	1	0.3%

15st_coordinate_abcissa
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	213
Unique (%)	59.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.49499791111111113
Minimum	0.017408
Maximum	0.91489
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.017408
5-th percentile	0.2048365
Q1	0.3476775
median	0.494195
Q3	0.6528075
95-th percentile	0.77369
Maximum	0.91489
Range	0.897482
Interquartile range (IQR)	0.30513

Descriptive statistics

Standard deviation	0.1870777233
Coefficient of variation (CV)	0.3779363894
Kurtosis	-0.9234336633
Mean	0.4949979111
Median Absolute Deviation (MAD)	0.1528
Skewness	-0.04643699556
Sum	178.199248
Variance	0.03499807455

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.40232	5	1.4%
0.54739	5	1.4%
0.39652	5	1.4%
0.61896	5	1.4%
0.40426	4	1.1%
0.22437	4	1.1%
0.31335	4	1.1%
0.3617	4	1.1%
0.60735	4	1.1%
0.65957	4	1.1%
0.7118	3	0.8%
0.55706	3	0.8%
0.29014	3	0.8%
0.54352	3	0.8%
0.65184	3	0.8%
0.47195	3	0.8%
0.33849	3	0.8%
0.38491	3	0.8%
0.67311	3	0.8%
0.60155	3	0.8%
0.22631	3	0.8%
0.69246	3	0.8%
0.44487	3	0.8%
0.64217	3	0.8%
0.67118	3	0.8%
Other values (188)	271	75.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.017408	1	0.3%
0.052224	1	0.3%
0.098646	1	0.3%
0.13346	1	0.3%
0.1412	1	0.3%
0.14313	1	0.3%
0.15087	1	0.3%
0.17795	2	0.6%
0.18182	1	0.3%
0.18762	1	0.3%

Value	Count	Frequency (%)
0.91489	1	0.3%
0.90522	1	0.3%
0.88201	1	0.3%
0.87041	1	0.3%
0.8588	1	0.3%
0.85687	1	0.3%
0.84526	1	0.3%
0.83946	1	0.3%
0.81044	1	0.3%
0.80464	2	0.6%

25st_coordinate_ordinate
Real number (ℝ_≥0)

Distinct count	179
Unique (%)	49.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5268200000000001
Minimum	0.13889
Maximum	0.9583299999999999
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.13889
5-th percentile	0.2753445
Q1	0.43981
median	0.52546
Q3	0.6394675
95-th percentile	0.73843
Maximum	0.95833
Range	0.81944
Interquartile range (IQR)	0.1996575

Descriptive statistics

Standard deviation	0.1419719733
Coefficient of variation (CV)	0.2694885792
Kurtosis	-0.2575656093
Mean	0.52682
Median Absolute Deviation (MAD)	0.10185
Skewness	-0.2498361542
Sum	189.6552
Variance	0.0201560412

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.53704	7	1.9%
0.49769	6	1.7%
0.46759	5	1.4%
0.44444	5	1.4%
0.51157	5	1.4%
0.55556	5	1.4%
0.3912	4	1.1%
0.68056	4	1.1%
0.72917	4	1.1%
0.48843	4	1.1%
0.50694	4	1.1%
0.6088	4	1.1%
0.44676	4	1.1%
0.71065	4	1.1%
0.48611	4	1.1%
0.52546	4	1.1%
0.67824	4	1.1%
0.49074	4	1.1%
0.4213	4	1.1%
0.67361	4	1.1%
0.6713	4	1.1%
0.65741	3	0.8%
0.7662	3	0.8%
0.63194	3	0.8%
0.64352	3	0.8%
Other values (154)	255	70.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.13889	1	0.3%
0.15972	1	0.3%
0.17361	1	0.3%
0.18287	1	0.3%
0.20139	3	0.8%
0.2037	1	0.3%
0.21528	1	0.3%
0.21991	1	0.3%
0.23148	1	0.3%
0.2338	1	0.3%

Value	Count	Frequency (%)
0.95833	1	0.3%
0.83102	1	0.3%
0.7963	1	0.3%
0.77546	2	0.6%
0.76852	1	0.3%
0.7662	3	0.8%
0.75694	2	0.6%
0.75463	1	0.3%
0.75	1	0.3%
0.74306	3	0.8%

target
Real number (ℝ_≥0)

Distinct count	15
Unique (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.0
Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	12
95-th percentile	15
Maximum	15
Range	14
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.326507015
Coefficient of variation (CV)	0.5408133769
Kurtosis	-1.210845819
Mean	8
Median Absolute Deviation (MAD)	4
Skewness	0
Sum	2880
Variance	18.71866295

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
15	24	6.7%
14	24	6.7%
13	24	6.7%
12	24	6.7%
11	24	6.7%
10	24	6.7%
9	24	6.7%
8	24	6.7%
7	24	6.7%
6	24	6.7%
5	24	6.7%
4	24	6.7%
3	24	6.7%
2	24	6.7%
1	24	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	24	6.7%
2	24	6.7%
3	24	6.7%
4	24	6.7%
5	24	6.7%
6	24	6.7%
7	24	6.7%
8	24	6.7%
9	24	6.7%
10	24	6.7%

Value	Count	Frequency (%)
15	24	6.7%
14	24	6.7%
13	24	6.7%
12	24	6.7%
11	24	6.7%
10	24	6.7%
9	24	6.7%
8	24	6.7%
7	24	6.7%
6	24	6.7%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	21st_coordinate_abcissa	12st_coordinate_abcissa	28st_coordinate_ordinate	36st_coordinate_abcissa	1st_coordinate_abcissa	14st_coordinate_abcissa	20st_coordinate_ordinate	33st_coordinate_ordinate	6st_coordinate_abcissa	23st_coordinate_abcissa	41st_coordinate_ordinate	18st_coordinate_ordinate	29st_coordinate_abcissa	44st_coordinate_abcissa	7st_coordinate_abcissa	3st_coordinate_abcissa	10st_coordinate_abcissa	15st_coordinate_abcissa	25st_coordinate_ordinate	target
0	0.53965	0.28820	0.32407	0.31141	0.79691	0.26112	0.37037	0.53241	0.73501	0.68472	0.51389	0.50694	0.62863	0.55899	0.67505	0.79884	0.41586	0.263060	0.37037	1
1	0.18375	0.33075	0.26852	0.49130	0.67892	0.21470	0.68056	0.27315	0.66344	0.29014	0.57407	0.75694	0.70600	0.17021	0.63830	0.68085	0.47195	0.181820	0.28704	1
2	0.55899	0.30948	0.27083	0.28046	0.72147	0.26306	0.35185	0.59722	0.71567	0.73114	0.30556	0.55787	0.54932	0.73501	0.67505	0.72340	0.42747	0.261120	0.31481	1
3	0.23598	0.17795	0.28935	0.17602	0.56480	0.10251	0.42361	0.33565	0.55126	0.39845	0.49074	0.59722	0.62089	0.41006	0.52224	0.56093	0.31141	0.098646	0.25231	1
4	0.74662	0.47389	0.25926	0.44487	0.67118	0.47969	0.24306	0.46528	0.65957	0.87621	0.76389	0.38426	0.69826	0.47776	0.61702	0.67311	0.46615	0.448740	0.44907	1
5	0.61315	0.41006	0.30093	0.41586	0.83366	0.42747	0.54630	0.61343	0.80077	0.78723	0.51157	0.43519	0.87041	0.74662	0.73114	0.82979	0.47195	0.446810	0.39815	1
6	0.44294	0.36557	0.61111	0.26306	0.71567	0.25532	0.54861	0.51852	0.71373	0.62476	0.61111	0.65046	0.73888	0.49130	0.69439	0.70986	0.53965	0.218570	0.56481	1
7	0.70019	0.31335	0.44676	0.29207	0.77563	0.31141	0.43981	0.54861	0.64217	0.73308	0.45833	0.45833	0.58607	0.66344	0.54352	0.77950	0.32882	0.348160	0.60185	1
8	0.64797	0.31141	0.46991	0.17795	0.77756	0.29594	0.43287	0.51157	0.65184	0.74662	0.46991	0.45139	0.66731	0.63250	0.56286	0.77369	0.34623	0.290140	0.61574	1
9	0.65764	0.27466	0.45370	0.16828	0.74468	0.25145	0.47454	0.63889	0.65764	0.73888	0.45833	0.46296	0.52998	0.66538	0.59188	0.74662	0.36557	0.261120	0.64352	1

Last rows

	21st_coordinate_abcissa	12st_coordinate_abcissa	28st_coordinate_ordinate	36st_coordinate_abcissa	1st_coordinate_abcissa	14st_coordinate_abcissa	20st_coordinate_ordinate	33st_coordinate_ordinate	6st_coordinate_abcissa	23st_coordinate_abcissa	41st_coordinate_ordinate	18st_coordinate_ordinate	29st_coordinate_abcissa	44st_coordinate_abcissa	7st_coordinate_abcissa	3st_coordinate_abcissa	10st_coordinate_abcissa	15st_coordinate_abcissa	25st_coordinate_ordinate	target
350	0.41006	0.19536	0.20833	0.89942	0.20116	0.21277	0.25463	0.40509	0.19729	0.48743	0.59259	0.30556	0.73888	0.88201	0.20116	0.19923	0.19536	0.22631	0.18287	15
351	0.23017	0.18956	0.34028	0.52805	0.16828	0.18569	0.38194	0.31481	0.17795	0.26112	0.32870	0.39583	0.37718	0.65377	0.17795	0.17215	0.18762	0.19536	0.35880	15
352	0.19536	0.15280	0.34491	0.34816	0.12959	0.14894	0.39583	0.31944	0.12766	0.20503	0.25926	0.40509	0.25919	0.49710	0.12573	0.12379	0.13153	0.15087	0.37037	15
353	0.35977	0.23017	0.19213	0.78337	0.21470	0.23791	0.36574	0.21065	0.20309	0.41199	0.38889	0.41667	0.56093	0.92070	0.19536	0.21083	0.21470	0.24178	0.23843	15
354	0.61315	0.61315	0.71759	0.55126	0.61122	0.61315	0.75926	0.64352	0.61315	0.61315	0.54167	0.75926	0.60542	0.45841	0.61315	0.61315	0.61315	0.61315	0.74306	15
355	0.66344	0.65957	0.73148	0.61315	0.65957	0.66151	0.78009	0.65046	0.65571	0.66151	0.55093	0.78704	0.63830	0.55126	0.65957	0.65957	0.65957	0.65957	0.77546	15
356	0.64603	0.64023	0.63889	0.60542	0.64023	0.64023	0.70602	0.57870	0.64217	0.64410	0.50463	0.71065	0.63443	0.53191	0.64023	0.64217	0.64023	0.64217	0.67130	15
357	0.61315	0.61315	0.71759	0.55126	0.61122	0.61315	0.75926	0.64352	0.61315	0.61315	0.54167	0.75926	0.60542	0.45841	0.61315	0.61315	0.61315	0.61315	0.74306	15
358	0.66344	0.65957	0.73148	0.61315	0.65957	0.66151	0.78009	0.65046	0.65571	0.66151	0.55093	0.78704	0.63830	0.55126	0.65957	0.65957	0.65957	0.65957	0.77546	15
359	0.64603	0.64023	0.63889	0.60542	0.64023	0.64023	0.70602	0.57870	0.64217	0.64410	0.50463	0.71065	0.63443	0.53191	0.64023	0.64217	0.64023	0.64217	0.67130	15

Most frequent

	21st_coordinate_abcissa	12st_coordinate_abcissa	28st_coordinate_ordinate	36st_coordinate_abcissa	1st_coordinate_abcissa	14st_coordinate_abcissa	20st_coordinate_ordinate	33st_coordinate_ordinate	6st_coordinate_abcissa	23st_coordinate_abcissa	41st_coordinate_ordinate	18st_coordinate_ordinate	29st_coordinate_abcissa	44st_coordinate_abcissa	7st_coordinate_abcissa	3st_coordinate_abcissa	10st_coordinate_abcissa	15st_coordinate_abcissa	25st_coordinate_ordinate	target	count
0	0.17408	0.40812	0.58796	0.220500	0.44874	0.36364	0.40278	0.70370	0.44874	0.12573	0.75926	0.39815	0.048356	0.456480	0.44874	0.44874	0.43327	0.33849	0.48611	4	2
1	0.22824	0.40426	0.64120	0.497100	0.41779	0.37911	0.47685	0.77083	0.41779	0.19923	0.60880	0.47222	0.201160	0.495160	0.41779	0.41779	0.41586	0.36170	0.55556	6	2
2	0.24178	0.46422	0.58796	0.392650	0.52611	0.42166	0.43750	0.69676	0.52224	0.21277	0.72222	0.40278	0.212770	0.555130	0.52031	0.52611	0.49516	0.39652	0.51157	4	2
3	0.24565	0.21857	0.69907	0.382980	0.23404	0.22050	0.62500	0.72917	0.22437	0.25725	0.72685	0.60417	0.303680	0.487430	0.22244	0.23017	0.21857	0.22437	0.67130	14	2
4	0.24758	0.33849	0.43519	0.087041	0.36750	0.32108	0.40278	0.46065	0.36364	0.22050	0.54167	0.40278	0.143130	0.071567	0.36170	0.36557	0.35203	0.31335	0.42130	4	2
5	0.24758	0.37718	0.52546	0.147000	0.36944	0.36557	0.46991	0.68981	0.37137	0.20309	0.80093	0.49306	0.121860	0.315280	0.36944	0.36944	0.37331	0.35590	0.48380	6	2
6	0.30368	0.44874	0.55556	0.247580	0.44681	0.44294	0.45370	0.73843	0.44874	0.24565	0.78704	0.47685	0.143130	0.477760	0.45068	0.44681	0.45261	0.43714	0.51157	6	2
7	0.30754	0.50484	0.56019	0.224370	0.58607	0.45068	0.70139	0.51389	0.58607	0.30368	0.56713	0.62963	0.297870	0.189560	0.57447	0.58607	0.53191	0.42553	0.67361	10	2
8	0.31335	0.30754	0.55324	0.477760	0.31141	0.30754	0.46528	0.64352	0.31335	0.31528	0.71759	0.46528	0.346230	0.694390	0.31335	0.31141	0.31335	0.30948	0.50926	14	2
9	0.31721	0.25532	0.69676	0.663440	0.26112	0.25532	0.64815	0.63889	0.26112	0.37137	0.51157	0.61111	0.557060	0.669250	0.26306	0.26306	0.25919	0.25725	0.68981	14	2

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent